Anshuka Anshuka
Casual Academic

Anshuka Anshuka

Doctor of Philosophy University of New South Wales (on-going)

Master of Philosophy (Science) University of Sydney

Bachelor of Science Environmental Science High Honours University of Hawaii

Arts,Design & Architecture
School of Built Environment

Scientia Post Graduate Research Candidate at University of New South Wales. 

Location
Sydney, Australia
  • Journal articles | 2022
    Anshuka A; Chandra R; Buzacott AJV; Sanderson D; van Ogtrop FF, 2022, 'Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model', Stochastic Environmental Research and Risk Assessment, vol. 36, pp. 3467 - 3485, http://dx.doi.org/10.1007/s00477-022-02204-3
    Journal articles | 2022
    Anshuka A; van Ogtrop FF; Sanderson D; Leao SZ, 2022, 'A systematic review of agent-based model for flood risk management and assessment using the ODD protocol', Natural Hazards, vol. 112, pp. 2739 - 2771, http://dx.doi.org/10.1007/s11069-022-05286-y
    Journal articles | 2021
    Anshuka A; Buzacott AJV; Vervoort RW; van Ogtrop FF, 2021, 'Developing drought index–based forecasts for tropical climates using wavelet neural network: an application in Fiji', Theoretical and Applied Climatology, vol. 143, pp. 557 - 569, http://dx.doi.org/10.1007/s00704-020-03446-3
    Journal articles | 2021
    Anshuka A; van Ogtrop FF; Sanderson D; Thomas E; Neef A, 2021, 'Vulnerabilities shape risk perception and influence adaptive strategies to hydro-meteorological hazards: A case study of Indo-Fijian farming communities', International Journal of Disaster Risk Reduction, vol. 62, pp. 102401 - 102401, http://dx.doi.org/10.1016/j.ijdrr.2021.102401
    Journal articles | 2019
    Anshuka A; van Ogtrop FF; Willem Vervoort R, 2019, 'Drought forecasting through statistical models using standardised precipitation index: a systematic review and meta-regression analysis', Natural Hazards, vol. 97, pp. 955 - 977, http://dx.doi.org/10.1007/s11069-019-03665-6
  • Preprints | 2022
    Anshuka A; Buzacott AJV; Ogtrop FV, 2022, Application of Multivariate Techniques for Spatial Drought Modelling using Satellite Rainfall Estimate in Fiji, http://dx.doi.org/10.21203/rs.3.rs-1255720/v1
    Preprints | 2022
    Anshuka A; Buzacott AJV; Ogtrop FV, 2022, Application of Multivariate Techniques for Spatial Drought Modelling using Satellite Rainfall Estimate, http://dx.doi.org/10.21203/rs.3.rs-1255720/v2

Scientia Scholarship 

Australia Awards Scholarship 

United States South Pacific Scholarship Program 

Publications:

[1]  Anshuka A, Chandra R, Buzacott AJV, Sanderson D, van Ogtrop FF (2022a) Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model Stochastic Environmental Research and Risk Assessment doi:10.1007/s00477-022-02204-3

 

[2] Anshuka A, van Ogtrop FF, Sanderson D, Leao SZ (2022b) A systematic review of agent-based model for flood risk management and assessment using the ODD protocol Natural Hazards 112:2739-2771 doi:10.1007/s11069-022-05286-y

 

[3] Anshuka A, Ogtrop FFv, Sanderson D, Thomas E, Neef A (2021) Vulnerabilities Shape Risk Perception and Influence Adaptive Strategies to Hydro-meteorological Hazards: A Case Study on Indo-Fijian Communities International Journal of Disaster Risk Reduction

 

[4] Anshuka, A., Buzacott, A. J., Vervoort, R. W., & van Ogtrop, F. F. (2021). Developing drought index–based forecasts for tropical climates using wavelet neural network: an application in Fiji. Theoretical and Applied Climatology143(1), 557-569.

 

[5] Anshuka, A., van Ogtrop, F.F. & Willem Vervoort, R. (2019). Drought forecasting through statistical models using standardised precipitation index: a systematic review and meta-regression analysis. Natural Hazards 96, pages 1- 23 https://doi.org/10.1007/s11069-019-03665-6

 

[6] Anshuka, A., Ogtrop, F., Vervoort, W. (2018, April). Drought Modelling in Small Island Developing States: A Case Study in Fiji. Poster session presented at the EGU General Assembly 2018, Vienna, Austria.

 

[7] Second Annual Hawaii Sustainability in Higher Education Conference in Oahu, Hawaii

Presented a paper as a student to enhance discussions on sustainability issues, giving ideas for future incentives on food, fisheries and energy.  More information on: http://www.hawaii.edu/sustainability/summits/2013-summit/

 

[8] Davis, Sasha, Anshuka, Krista Aoki, Michael Cook, Sabelo Duley, Molly Huff, and Chalyn Logan. (2013). Managing risk and allure at Volcanoes in Hawaii: How close is too close? GeoJournal of Tourism and Geosites, 12 (2) 166-174. URL: http://gtg.webhost.uoradea.ro/VI20132_vol12.html

My Teaching

BEIL600 UNSW

ENVX1002 USYD

OLET1603 USYD